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001 978-3-319-39675-0
003 DE-He213
005 20200421112037.0
007 cr nn 008mamaa
008 160728s2016 gw | s |||| 0|eng d
020 _a9783319396750
_9978-3-319-39675-0
024 7 _a10.1007/978-3-319-39675-0
_2doi
050 4 _aQA75.5-76.95
072 7 _aUY
_2bicssc
072 7 _aUYA
_2bicssc
072 7 _aCOM014000
_2bisacsh
072 7 _aCOM031000
_2bisacsh
082 0 4 _a004.0151
_223
245 1 0 _aSelf-aware Computing Systems
_h[electronic resource] :
_bAn Engineering Approach /
_cedited by Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim T�rresen, Xin Yao.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXXX, 324 p. 98 illus., 28 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aNatural Computing Series,
_x1619-7127
505 0 _aSelf-aware Computing Introduction and Motivation -- Self-awareness and Self-expression Inspiration from Psychology -- Relationships to Other Concepts -- Reference Architecture for Self-aware and Self-expressive Computing Systems -- Design Patterns and Primitives Introduction of Components and Patterns for SACS -- Knowledge Representation and Modelling Structures and Common Techniques for Self-Awareness and Self-Expression -- Self-aware Compute Nodes -- Self-Adaptive Hardware Acceleration on a Heterogeneous Cluster -- Flexible Protocol Stacks -- Middleware Support for Self-aware Computing Systems -- Self-aware Hardware Acceleration of Financial Applications on a Heterogeneous Cluster -- Self-aware Object Tracking in Multi-camera Networks -- Self-awareness in Active Music Systems -- Conclusions and Outlook -- Glossary -- References -- Index.
520 _aTaking inspiration from self-awareness in humans, this book introduces the new notion of computational self-awareness as a fundamental concept for designing and operating computing systems. The basic ability of such self-aware computing systems is to collect information about their state and progress, learning and maintaining models containing knowledge that enables them to reason about their behaviour. Self-aware computing systems will have the ability to utilise this knowledge to effectively and autonomously adapt and explain their behaviour, in changing conditions. This book addresses these fundamental concepts from an engineering perspective, aiming at developing primitives for building systems and applications. It will be of value to researchers, professionals and graduate students in computer science and engineering.
650 0 _aComputer science.
650 0 _aComputers.
650 0 _aUser interfaces (Computer systems).
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aComputer Science.
650 2 4 _aTheory of Computation.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aUser Interfaces and Human Computer Interaction.
700 1 _aLewis, Peter R.
_eeditor.
700 1 _aPlatzner, Marco.
_eeditor.
700 1 _aRinner, Bernhard.
_eeditor.
700 1 _aT�rresen, Jim.
_eeditor.
700 1 _aYao, Xin.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319396743
830 0 _aNatural Computing Series,
_x1619-7127
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-39675-0
912 _aZDB-2-SCS
942 _cEBK
999 _c56400
_d56400